Automated quality check of corpus callosum segmentation using deep learning.
William J. HerreraSimone AppenzellerFabiano ReisDanilo PereiraMariana P. BentoLetícia RittnerPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- corpus callosum
- deep learning
- white matter
- brain structures
- watershed transform
- cross sectional
- magnetic resonance images
- unsupervised learning
- machine learning
- diffusion tensor
- level set
- image segmentation
- multiscale
- segmentation method
- region growing
- deformation field
- watershed segmentation
- shape prior
- weakly supervised
- mental models
- segmentation algorithm
- medical imaging
- region merging
- object detection
- pattern recognition
- training data
- computer vision